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1

Forecasting short-term electricity consumption using the adaptive grey-based approach—An Asian case

Der-Chiang Li, Che-Jung Chang, Chien-Chih Chen, Wen-Chih Chen

Journal:

Year:

2012

Language:

english

File:

PDF, 284 KB

english, 2012

2

A new approach to assess product lifetime performance for small data sets

Li, Der-Chiang, Lin, Liang-Sian

Journal:

European Journal of Operational Research

Year:

2013

Language:

english

File:

PDF, 455 KB

english, 2013

3

Utilizing an Adaptive Grey Model for Short-Term Time Series Forecasting: A Case Study of Wafer-Level Packaging

Chang, Che-Jung, Li, Der-Chiang, Dai, Wen-Li, Chen, Chien-Chih

Journal:

Mathematical Problems in Engineering

Year:

2013

Language:

english

File:

PDF, 166 KB

english, 2013

4

An extended grey forecasting model for omnidirectional forecasting considering data gap difference

Der-Chiang Li, Che-Jung Chang, Wen-Chih Chen, Chien-Chih Chen

Journal:

Applied Mathematical Modelling

Year:

2011

Language:

english

File:

PDF, 252 KB

english, 2011

5

Determination of the parameters in the dynamic weighted Round-Robin method for network load balancing

Der-Chiang Li, Chihsen Wu, Fengming M. Chang

Journal:

Computers & Operations Research

Year:

2005

Language:

english

File:

PDF, 395 KB

english, 2005

6

A new method to help diagnose cancers for small sample size

Der-Chiang Li, Hung-Chang Hsu, Tung-I Tsai, Te-Jung Lu, Susan C. Hu

Journal:

Expert Systems with Applications

Year:

2007

Language:

english

File:

PDF, 151 KB

english, 2007

7

A genetic algorithm-based virtual sample generation technique to improve small data set learning

Li, Der-Chiang, Wen, I-Hsiang

Journal:

Year:

2014

Language:

english

File:

PDF, 1019 KB

english, 2014

8

Knowledge-based approach to the optimal dock arrangement

KAO, CHIANG, LI, DER-CHIANG, WU, CHIHSEN, TSAI, CHIH-CHANG

Journal:

International Journal of Systems Science

Year:

1990

Language:

english

File:

PDF, 172 KB

english, 1990

9

Practical information diffusion techniques to accelerate new product pilot runs

Li, Der-Chiang, Chen, Wen-Chih, Chang, Che-Jung, Chen, Chien-Chih, Wen, I-Hsiang

Journal:

International Journal of Production Research

Year:

2015

Language:

english

File:

PDF, 520 KB

english, 2015

10

A new grey prediction model for the return material authorization process in the TFT-LCD industry

Li, Der-Chiang, Yeh, Chun-Wu, Chen, Chien-Chih, Wang, Yung-Tai

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2018

Language:

english

File:

PDF, 675 KB

english, 2018

11

Planning for automation for shipyards an illustrative study

Chiang Kao, Der-Chiang Li, Chihsen Wu, Jung Lyu Jr, Heiu-Jou Shaw

Journal:

Computers in Industry

Year:

1995

Language:

english

File:

PDF, 900 KB

english, 1995

12

A strategy for evolution of alhorithms to increase the computational effectiveness of NP-hard scheduling problems

Der-Chiang Li, Han-Kun Lin, Kuan-Yueh Torng

Journal:

European Journal of Operational Research

Year:

1996

Language:

english

File:

PDF, 648 KB

english, 1996

13

Learning management knowledge for manufacturing systems in the early stages using time series data

Der-Chiang Li, Yao-San Lin

Journal:

European Journal of Operational Research

Year:

2008

Language:

english

File:

PDF, 452 KB

english, 2008

14

Approximate modeling for high order non-linear functions using small sample sets

Tung-I Tsai, Der-Chiang Li

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 138 KB

english, 2008

15

A case study: The prediction of Taiwan’s export of polyester fiber using small-data-set learning methods

Der-Chiang Li, Chun-Wu Yeh, Zheng-Yuan Li

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 177 KB

english, 2008

16

Utilize bootstrap in small data set learning for pilot run modeling of manufacturing systems

Tung-I Tsai, Der-Chiang Li

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 126 KB

english, 2008

17

Constructing marketing decision support systems using data diffusion technology: A case study of gas station diversification

Der-Chiang Li, Yao-San Lin, Yu-Cheng Huang

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 184 KB

english, 2009

18

A neural network weight determination model designed uniquely for small data set learning

Der-Chiang Li, Chiao-Wen Liu

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 2.05 MB

english, 2009

19

A trend prediction model from very short term data learning

Chun-Wu Yeh, Der-Chiang Li

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 1.61 MB

english, 2010

20

A two-stage clustering method to analyze customer characteristics to build discriminative customer management: A case of textile manufacturing business

Der-Chiang Li, Wen-Li Dai, Wan-Ting Tseng

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 332 KB

english, 2011

21

A learning method for the class imbalance problem with medical data sets

Der-Chiang Li, Chiao-Wen Liu, Susan C. Hu

Journal:

Computers in Biology and Medicine

Year:

2010

Language:

english

File:

PDF, 589 KB

english, 2010

22

Using mega-fuzzification and data trend estimation in small data set learning for early FMS scheduling knowledge

Der-Chiang Li, Chih-Sen Wu, Tung-I Tsai, Fengming M. Chang

Journal:

Computers & Operations Research

Year:

2006

Language:

english

File:

PDF, 220 KB

english, 2006

23

Using mega-trend-diffusion and artificial samples in small data set learning for early flexible manufacturing system scheduling knowledge

Der-Chiang Li, Chih-Sen Wu, Tung-I Tsai, Yao-San Lina

Journal:

Computers & Operations Research

Year:

2007

Language:

english

File:

PDF, 218 KB

english, 2007

24

The Generalized-Trend-Diffusion modeling algorithm for small data sets in the early stages of manufacturing systems

Yao-San Lin, Der-Chiang Li

Journal:

European Journal of Operational Research

Year:

2010

Language:

english

File:

PDF, 556 KB

english, 2010

25

A non-linearly virtual sample generation technique using group discovery and parametric equations of hypersphere

Der-Chiang Li, Yao-Hwei Fang

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 336 KB

english, 2009

26

A class possibility based kernel to increase classification accuracy for small data sets using support vector machines

Der-Chiang Li, Chiao-Wen Liu

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 470 KB

english, 2010

27

Applying systematic diagnosis and product classification approaches to solve multiple products operational issues in shop-floor integration systems

Wen-Li Dai, Der-Chiang Li

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 267 KB

english, 2010

28

Utilization of virtual samples to facilitate cancer identification for DNA microarray data in the early stages of an investigation

Der-Chiang Li, Yao-Hwei Fang, Yung-Yao Lai, Susan C. Hu

Journal:

Information Sciences

Year:

2009

Language:

english

File:

PDF, 1.02 MB

english, 2009

29

Using data-fuzzification technology in small data set learning to improve FMS scheduling accuracy

Der-Chiang Li, Chihsen Wu, Fengming M. Chang

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2005

Language:

english

File:

PDF, 446 KB

english, 2005

30

Applying the fuzzy ranking method to the shifting bottleneck procedure to solve scheduling problems of uncertainty

Chih-Sen Wu, Der-Chiang Li, Tung-I Tsai

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2006

Language:

english

File:

PDF, 215 KB

english, 2006

31

An algorithm to cluster data for efficient classification of support vector machines

Der-Chiang Li, Yao-Hwei Fang

Journal:

Expert Systems with Applications

Year:

2008

Language:

english

File:

PDF, 157 KB

english, 2008

32

Using a system-diagnostic approach to solve information and operation issues in shop-floor integration systems

Der-Chiang Li, Wen-Li Dai

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 256 KB

english, 2009

33

Building reliability growth model using sequential experiments and the Bayesian theorem for small datasets

Der-Chiang Li, Fengming M. Chang, Kuei-Ching Chen

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 1.95 MB

english, 2010

34

Acquiring knowledge with limited experience

Der-Chiang Li, Chun-Wu Yeh, Tung-I Tsai, Yao-Hwei Fang, Susan C. Hu

Journal:

Year:

2007

Language:

english

File:

PDF, 119 KB

english, 2007

35

An improved grey-based approach for early manufacturing data forecasting

Der-Chiang Li, Chun-Wu Yeh, Che-Jung Chang

Journal:

Computers & Industrial Engineering

Year:

2009

Language:

english

File:

PDF, 255 KB

english, 2009

36

Using past manufacturing experience to assist building the yield forecast model for new manufacturing processes

Der-Chiang Li, Yao-Hwei Fang, Chiao-Wen Liu, Cheng-jung Juang

Journal:

Journal of Intelligent Manufacturing

Year:

2012

Language:

english

File:

PDF, 704 KB

english, 2012

37

A non-linear quality improvement model using SVR for manufacturing TFT-LCDs

Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Yao-San Lin

Journal:

Journal of Intelligent Manufacturing

Year:

2012

Language:

english

File:

PDF, 341 KB

english, 2012

38

A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets

Der-Chiang Li, Chiao-Wen Liu, Susan C. Hu

Journal:

Artificial Intelligence in Medicine

Year:

2011

Language:

english

File:

PDF, 376 KB

english, 2011

39

Two-machine flowshop scheduling with truncated learning to minimize the total completion time

Der-Chiang Li, Peng-Hsiang Hsu, Chin-Chia Wu, T.C.E. Cheng

Journal:

Computers & Industrial Engineering

Year:

2011

Language:

english

File:

PDF, 207 KB

english, 2011

40

Recursive operation time maximization model for the maintenance of power generation equipment

Der-Chiang Li, Chiao-Wen Liu, Tung-Liang Chen

Journal:

Computers & Operations Research

Year:

2012

Language:

english

File:

PDF, 188 KB

english, 2012

41

Solving a two-agent single-machine scheduling problem considering learning effect

Der-Chiang Li, Peng-Hsiang Hsu

Journal:

Computers & Operations Research

Year:

2012

Language:

english

File:

PDF, 310 KB

english, 2012

42

The data complexity index to construct an efficient cross-validation method

Der-Chiang Li, Yao-Hwei Fang, Y.M. Frank Fang

Journal:

Decision Support Systems

Year:

2010

Language:

english

File:

PDF, 781 KB

english, 2010

43

Using structure-based data transformation method to improve prediction accuracies for small data sets

Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu

Journal:

Decision Support Systems

Year:

2012

Language:

english

File:

PDF, 815 KB

english, 2012

44

A tree-based-trend-diffusion prediction procedure for small sample sets in the early stages of manufacturing systems

Der-Chiang Li, Chien-Chih Chen, Che-Jung Chang, Wu-Kuo Lin

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 373 KB

english, 2012

45

Determining manufacturing parameters to suppress system variance using linear and non-linear models

Der-Chiang Li, Wen-Chih Chen, Chiao-Wen Liu, Che-Jung Chang, Chien-Chih Chen

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 431 KB

english, 2012

46

Estimation of a data-collection maturity model to detect manufacturing change

Chun-Wu Yeh, Der-Chiang Li, Yao-Ren Zhang

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 712 KB

english, 2012

47

A grey-based fitting coefficient to build a hybrid forecasting model for small data sets

Der-Chiang Li, Che-Jung Chang, Chien-Chih Chen, Wen-Chih Chen

Journal:

Applied Mathematical Modelling

Year:

2012

Language:

english

File:

PDF, 205 KB

english, 2012

48

A new approach for manufacturing forecast problems with insufficient data: the case of TFT–LCDs

Der-Chiang Li, Chih-Chieh Chang, Chiao-Wen Liu…

Journal:

Journal of Intelligent Manufacturing

Year:

2013

Language:

english

File:

PDF, 423 KB

english, 2013

49

Extending Attribute Information for Small Data Set Classification

Li, Der-Chiang, Liu, Chiao-wen

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2012

Language:

english

File:

PDF, 1.42 MB

english, 2012

50

Obituary.

Li, Der-Chiang, Lin, Liang-Sian, Peng, Li-Jhong

Journal:

Year:

1892

Language:

english

File:

PDF, 202 KB

english, 1892